Koustuv Sinha

Koustuv is a Ph.D. candidate at McGill University/Mila and a researcher at Facebook AI Research (FAIR). His focus includes logical language understanding, graph representation learning, systematic generalization, and dialog systems.

Research Areas

Koustuv's Publications

November 05, 2019

RESEARCH

COMPUTER VISION

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

The recent success of natural language understanding (NLU) systems has been troubled by results highlighting the failure of these models to generalize in a systematic and robust way. In this work, we introduce a diagnostic benchmark suite,…

Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton,

November 05, 2019